Browse State-of-the-Art › Traffic Signal Control › Papers, page 2
Traffic Signal Control
Papers archive 2025-07-28
archive papers tagged: 201 · with a code link: 62 · where Syntology ran a sample: 11 (9 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (11 of 201 tagged: 9 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 201, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Phase Re-service in Reinforcement Learning Traffic Signal Control20 Jul 2024 0 repositories listed
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C-MP: A decentralized adaptive-coordinated traffic signal control using the Max Pressure framework1 Jul 2024 0 repositories listed
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OCC-MP: A Max-Pressure framework to prioritize transit and high occupancy vehicles27 Jun 2024 0 repositories listed
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From Single Agent to Multi-Agent: Improving Traffic Signal Control19 Jun 2024 0 repositories listed
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CityLight: A Universal Model for Coordinated Traffic Signal Control in City-scale Heterogeneous Intersections4 Jun 2024 0 repositories listed
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Exploring the impact of traffic signal control and connected and automated vehicles on intersections safety: A deep reinforcement learning approach29 May 2024 0 repositories listed
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Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty30 Apr 2024 0 repositories listed
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Uninterrupted Maximum Flow on Signalized Traffic Networks25 Apr 2024 0 repositories listed
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Traffic Signal Control and Speed Offset Coordination Using Q-Learning for Arterial Road Networks9 Apr 2024 0 repositories listed
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MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control1 Apr 2024 0 repositories listed
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Learning Traffic Signal Control via Genetic Programming26 Mar 2024 0 repositories listed
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A Holistic Framework Towards Vision-based Traffic Signal Control with Microscopic Simulation11 Mar 2024 0 repositories listed
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Distributed Traffic Signal Control of Interconnected Intersections: A Two-Lane Traffic Network Model21 Jan 2024 0 repositories listed
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CycLight: learning traffic signal cooperation with a cycle-level strategy16 Jan 2024 0 repositories listed
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A Survey on Graph Neural Networks in Intelligent Transportation Systems1 Jan 2024 0 repositories listed
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A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning27 Nov 2023 0 repositories listed
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Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning7 Nov 2023 0 repositories listed
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Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control17 Oct 2023 0 repositories listed
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Joint Optimization of Traffic Signal Control and Vehicle Routing in Signalized Road Networks using Multi-Agent Deep Reinforcement Learning16 Oct 2023 0 repositories listed
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Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control3 Oct 2023 0 repositories listed
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A Computationally Efficient Bi-level Coordination Framework for CAVs at Unsignalized Intersections12 Sep 2023 0 repositories listed
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Perimeter Control with Heterogeneous Metering Rates for Cordon Signals: A Physics-Regularized Multi-Agent Reinforcement Learning Approach24 Aug 2023 0 repositories listed
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A Taxonomy of Adaptive Traffic Signal Control3 Aug 2023 0 repositories listed
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Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning21 Jul 2023 0 repositories listed
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Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction16 Jun 2023 0 repositories listed
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Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method15 Jun 2023 0 repositories listed
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A Novel Multi-Agent Deep RL Approach for Traffic Signal Control5 Jun 2023 0 repositories listed
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Improving the generalizability and robustness of large-scale traffic signal control2 Jun 2023 0 repositories listed
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Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment12 May 2023 0 repositories listed
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SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control20 Apr 2023 0 repositories listed
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Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning21 Mar 2023 0 repositories listed
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Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems4 Feb 2023 0 repositories listed
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Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach2 Jan 2023 0 repositories listed
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A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control26 Nov 2022 0 repositories listed
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Reinforcement learning for traffic signal control in hybrid action space23 Nov 2022 0 repositories listed
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Connection-Based Scheduling for Real-Time Intersection Control16 Oct 2022 0 repositories listed
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The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning16 Oct 2022 0 repositories listed
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Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning6 Oct 2022 0 repositories listed
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Scalable Model-based Policy Optimization for Decentralized Networked Systems13 Jul 2022 0 repositories listed
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EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System27 Jun 2022 0 repositories listed
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The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality23 Jun 2022 0 repositories listed
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Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking21 Jun 2022 0 repositories listed
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Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control27 May 2022 0 repositories listed
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Cooperative Reinforcement Learning on Traffic Signal Control23 May 2022 0 repositories listed
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TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources1 May 2022 0 repositories listed
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DynLight: Realize dynamic phase duration with multi-level traffic signal control7 Apr 2022 0 repositories listed
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Random Ensemble Reinforcement Learning for Traffic Signal Control10 Mar 2022 0 repositories listed
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Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation6 Mar 2022 0 repositories listed
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Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling Approach20 Feb 2022 0 repositories listed
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Intelligent Autonomous Intersection Management9 Feb 2022 0 repositories listed
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Distributed Stochastic Model Predictive Control for an Urban Traffic Network20 Jan 2022 0 repositories listed
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Offline Reinforcement Learning for Road Traffic Control7 Jan 2022 0 repositories listed
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ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control15 Nov 2021 0 repositories listed
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Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles4 Nov 2021 0 repositories listed
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A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles30 Oct 2021 0 repositories listed
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Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning11 Oct 2021 0 repositories listed
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Intelligent Traffic Control System by Using Image Information21 Sep 2021 0 repositories listed
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DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control12 Sep 2021 0 repositories listed
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EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles12 Sep 2021 0 repositories listed
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A Deep Reinforcement Learning Approach for Fair Traffic Signal Control21 Jul 2021 0 repositories listed
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A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization13 Jul 2021 0 repositories listed
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Effects of Smart Traffic Signal Control on Air Quality6 Jul 2021 0 repositories listed
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Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study3 Jul 2021 0 repositories listed
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Learning to Route via Theory-Guided Residual Network18 May 2021 0 repositories listed
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A probabilistic model for missing traffic volume reconstruction based on data fusion6 May 2021 0 repositories listed
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Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference3 May 2021 0 repositories listed
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CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles21 Apr 2021 0 repositories listed
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Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems21 Apr 2021 0 repositories listed
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Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning20 Apr 2021 0 repositories listed
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AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control12 Oct 2020 0 repositories listed
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Bayesian Meta-reinforcement Learning for Traffic Signal Control1 Oct 2020 0 repositories listed
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GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning17 Sep 2020 0 repositories listed
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Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations26 Aug 2020 0 repositories listed
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Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner5 Aug 2020 0 repositories listed
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Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control2 Jul 2020 0 repositories listed
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Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization19 May 2020 0 repositories listed
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Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey2 May 2020 0 repositories listed
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Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control9 Apr 2020 0 repositories listed
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Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control19 Feb 2020 0 repositories listed
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Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control29 Dec 2019 0 repositories listed
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Deep Reinforcement Learning for Adaptive Traffic Signal Control14 Nov 2019 0 repositories listed
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Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation23 Oct 2019 0 repositories listed
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Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning30 Sep 2019 0 repositories listed
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Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning10 Aug 2019 0 repositories listed
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Large-scale traffic signal control using machine learning: some traffic flow considerations7 Aug 2019 0 repositories listed
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Connected Vehicle Supported Adaptive Traffic Control for Near-congested Condition in a Mixed Traffic Stream14 Jul 2019 0 repositories listed
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Traffic signal control optimization under severe incident conditions using Genetic Algorithm11 Jun 2019 0 repositories listed
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Diagnosing Reinforcement Learning for Traffic Signal Control12 May 2019 0 repositories listed
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Reinforcement Learning in Non-Stationary Environments10 May 2019 0 repositories listed
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A Survey on Traffic Signal Control Methods17 Apr 2019 0 repositories listed
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A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control9 Mar 2019 0 repositories listed
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Coping with Large Traffic Volumes in Schedule-Driven Traffic Signal Control6 Mar 2019 0 repositories listed
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TuSeRACT: Turn-Sample-Based Real-Time Traffic Signal Control13 Dec 2018 0 repositories listed
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Traffic Density Estimation using a Convolutional Neural Network5 Sep 2018 0 repositories listed
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Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control4 Jul 2018 0 repositories listed
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Using a Deep Reinforcement Learning Agent for Traffic Signal Control3 Nov 2016 0 repositories listed
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Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control8 Jun 2015 0 repositories listed
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Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller4 Aug 2014 0 repositories listed
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Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs25 Mar 2014 0 repositories listed
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Actor-Critic Algorithms for Risk-Sensitive MDPs1 Dec 2013 0 repositories listed